公开(公告)号：US20240348507A1

公开(公告)日：2024-10-17

申请号：US18544201

申请日：2023-12-18

Applicant: Samsung Electronics Co., Ltd.

Inventor： Han Wang ,  Yan Xin ,  Yong Ren ,  Jianzhong Zhang

IPC: H04L41/142

CPC classification number: H04L41/142

Abstract: A method includes generating multiple embedded features representing operational data of network elements in a wireless communication network. The method also includes generating a relationship graph based on the embedded features, the relationship graph representing behavior of the network elements in the wireless communication network. The method also includes detecting one or more anomalies in the wireless communication network using the relationship graph, the one or more anomalies identifying one or more deviations of one or more of the network elements from an expected behavior of the one or more network elements. The method also includes generating network analytics based on the one or more detected anomalies.

公开(公告)号：US20240334203A1

公开(公告)日：2024-10-03

申请号：US18408462

申请日：2024-01-09

Applicant: Samsung Electronics Co., Ltd.

Inventor： Samuel Albert ,  Yan Xin ,  Jianzhong Zhang

IPC: H04W24/02

CPC classification number: H04W24/02

Abstract: A method includes partitioning a set of configuration management (CM) data for one or more cellular network devices into multiple distinct time intervals. The method also includes determining one or more temporal points of interest in each time interval based on whether CM changes exist during that time interval. The method also includes, for each temporal point of interest in each time interval, identifying a first set of data samples before that temporal point of interest and a second set of data samples after that temporal point of interest, and averaging features and a target key performance indicator (KPI) in the first set of data samples and in the second set of data samples. The method also includes performing regression analysis to determine an impact of the features on the target KPI.

公开(公告)号：US20230047057A1

公开(公告)日：2023-02-16

申请号：US17814186

申请日：2022-07-21

Applicant: Samsung Electronics Co., Ltd.

Inventor： Mehmet N. Kurt ,  Samuel Albert ,  Yan Xin ,  Russell Douglas Ford ,  Jianzhong Zhang

IPC: H04W24/02 ,  H04L41/5009 ,  H04L41/0823

Abstract: A method includes partitioning a set of configuration management (CM) data for one or more cellular network devices into multiple distinct time intervals, each time interval associated with a distinct set of CM settings at the one or more cellular network devices, the CM data comprising multiple CM parameters. The method also includes determining a regression model based on the set of CM data. The method also includes applying the regression model to compute a distinct set of scores and compare the set of scores to estimate whether a performance of the one or more cellular network devices has changed during a second time interval relative to a first time interval.

公开(公告)号：US20220095267A1

公开(公告)日：2022-03-24

申请号：US17460022

申请日：2021-08-27

Applicant: Samsung Electronics Co., Ltd.

Inventor： Rubayet Shafin ,  Vishnu Vardhan Ratnam ,  Hao Chen ,  Yan Xin ,  Jianzhong Zhang

IPC: H04W64/00 ,  H04W24/10 ,  G06N20/00 ,  G01S5/02

Abstract: A method for performing line-of-sight (LoS)/non-line-of-sight (NLoS) filtering includes collecting, from at least one user equipment (UE) operating within a coverage area of a base station, a plurality of measurement reports from the at least one UE, wherein each measurement report of the plurality of measurement reports comprises a measured value of a signal parameter and location information of the at least one UE. The method further includes training a LoS/NLoS classification model on the plurality of measurement reports, obtaining a new measurement report from a UE operating at a first location within the coverage area of the base station and passing the new measurement report from the UE to the trained LoS/NLoS classification model to obtain a LoS/NLoS classification of the first location.

公开(公告)号：US20160135180A1

公开(公告)日：2016-05-12

申请号：US14935172

申请日：2015-11-06

Applicant: Samsung Electronics Co., Ltd.

Inventor： Jin Yuan ,  Yang Li ,  Young-Han Nam ,  Ioannis Tzanidis ,  Gang Xu ,  Md. Saifur Rahman ,  Yan Xin ,  Robert Monroe ,  Jianzhong Zhang ,  Eko Onggosanusi

IPC: H04W72/04 ,  H04B7/04

CPC classification number: H04B7/043 ,  H01Q1/246 ,  H01Q3/2605 ,  H01Q3/267 ,  H01Q21/065 ,  H01Q21/22 ,  H04B7/0452 ,  H04B7/0456 ,  H04B7/0617 ,  H04B7/0671 ,  H04B17/12 ,  H04B17/373 ,  H04L5/0048

Abstract: A method for operating a large scale antenna array in a wireless communication system includes receiving one or more signals. The one or more signals include information for beamforming to a plurality of user equipments (UEs) using a full-dimensional multiple-input multiple-output (FD-MIMO) beamforming scheme. The FD-MIMO beamforming scheme includes same time resources and same frequency resources that are co-scheduled to the plurality of UEs. The method further includes identifying a time delay of the one or more signals associated with one or more antenna arrays that are distributed in the large scale antenna array and performing a multi-user (MU) joint beamforming on the one or more signals to one or more UEs.

Abstract translation: 一种用于在无线通信系统中操作大规模天线阵列的方法包括接收一个或多个信号。 一个或多个信号包括使用全维多输入多输出（FD-MIMO）波束成形方案的波束成形到多个用户设备（UE）的信息。 FD-MIMO波束成形方案包括与多个UE共同调度的相同的时间资源和相同的频率资源。 该方法还包括识别与分配在大尺度天线阵列中的一个或多个天线阵列相关联的一个或多个信号的时间延迟，并且对一个或多个信号执行多用户（MU）联合波束成形，以一个或多个 更多的UE。

公开(公告)号：US20150003343A1

公开(公告)日：2015-01-01

申请号：US14316215

申请日：2014-06-26

Applicant: Samsung Electronics Co., Ltd.

Inventor： Yang Li ,  Young-Han Nam ,  Yan Xin

IPC: H04W52/24 ,  H04L5/00

CPC classification number: H04W52/243 ,  H04B7/0617 ,  H04B7/0632 ,  H04B7/0639 ,  H04L5/0048 ,  H04L5/005 ,  H04L5/0073 ,  H04W52/42 ,  H04W88/08

Abstract: A method for network assisted interference mitigation includes identifying at least one pair of adjacent resource blocks within a same subframe. The at least one pair includes a low power resource block (RB) and a high power RB. The low power RB has a substantially lower beamforming gain compared to the high beamforming gain of the high power RB such that a ratio (R) comparing receive powers of the high power RB and the low power RB to each other is greater than a threshold ratio (μ). The method includes reducing a transmit power of the high power RE to a reduced transmit power level at which the ratio R is less than or equal to the threshold ratio μ (R≦μ).

Abstract translation: 一种用于网络辅助干扰减轻的方法包括识别同一子帧内的至少一对相邻资源块。 至少一对包括低功率资源块（RB）和高功率RB。 与高功率RB的高波束成形增益相比，低功率RB具有相当低的波束形成增益，使得将高功率RB和低功率RB的接收功率彼此比较的比（R）大于阈值比 （μ）。 该方法包括将高功率RE的发射功率降低到比率R小于或等于阈值比μ（R＆lt; IL1;μ）的降低的发射功率电平。

公开(公告)号：US20140301492A1

公开(公告)日：2014-10-09

申请号：US14199793

申请日：2014-03-06

Applicant: Samsung Electronics Co., Ltd.

Inventor： Yan Xin ,  Young-Han Nam ,  Md Saifur Rahman ,  Jianzhong Zhang

IPC: H04B7/04

CPC classification number: H04B7/0456 ,  H04B7/0639

Abstract: Methods and apparatus of constructing rank-1 and/or rank-2 codebooks for advanced communication systems with 4 transmit antennas and two-dimensional (2D) M×N transmit antenna elements are provided. A double-codebook structure is considered for 4-Tx antenna configuration. Single-codebook and double-codebook structures are considered for two-dimensional (2D) M×N transmit antenna elements.

Abstract translation: 提供了用于具有4个发射天线和二维（2D）M×N个发射天线元件的高级通信系统的等级1和/或等级2码本的方法和装置。 对于4-Tx天线配置，考虑双码本结构。 对于二维（2D）M×N发射天线元件，考虑单码本和双码本结构。